Phase I SBIR project in monitoring health of aircraft in a fleet through Distributed Data Mining has been awarded to Mitek Analytics LLC by NASA. In this project, MitekAn team is developing distributed algorithms and software for processing vast amounts of data stored in several locations. The  algorithms are based on distributed optimization formulation and have rigorous guarantees of producing the same results as centralized processing would do. The application is to aircraft performance and anomalies monitoring from airline FOQA (Flight Operation Quality Assurance) data.